Detection of maize and peach leaf diseases using image processing

MH Sheikh, TT Mim, MS Reza… - 2019 10th …, 2019 - ieeexplore.ieee.org
There are thousands of grains and fruits grown on this planet every day. In order to cope
with the needs of the people, new farming practices are constantly being invented. In …

A study on various techniques for plant leaf disease detection using leaf image

S Raina, A Gupta - … on Artificial Intelligence and Smart Systems …, 2021 - ieeexplore.ieee.org
Agriculture plays an important role in the economy of any country and there are a lot of
varieties of crops for farmers. The problem or issues occurs when the crops are infected by …

Plant leaf diseases detection using deep learning algorithms

V Binnar, S Sharma - … Learning, Image Processing, Network Security and …, 2023 - Springer
A key difficulty in agriculture are plant leaf diseases and destructive insects. The
development of early treatment options for leaf diseases should be aided by faster and more …

DCrop: A deep-learning based framework for accurate prediction of diseases of crops in smart agriculture

V Pallagani, V Khandelwal, B Chandra… - … symposium on smart …, 2019 - ieeexplore.ieee.org
The human population has been increasing exponentially and is estimated that the total
population will be at 8.6 billion by mid-2030. This tremendous rise in population will demand …

Disease Identification in paddy leaves using CNN based Deep Learning

R Swathika, S Srinidhi, N Radha… - 2021 third international …, 2021 - ieeexplore.ieee.org
Rice is the staple food for most of the tropical and subtropical countries of the world. This
entails large fields of paddy spanning hectares, whose maintenance and care becomes a …

Apple fruit disease detection for hydroponic plants using leading edge technology machine learning and image processing

KL Kamala, SA Alex - 2021 2nd International Conference on …, 2021 - ieeexplore.ieee.org
An Apple is also kind of fruit that can be cultivated through Hydroponic farming. The apple
fruit that are been cultivated through soil has a less sweet taste when compared to …

[HTML][HTML] High performance deep learning architecture for early detection and classification of plant leaf disease

MV Shewale, RD Daruwala - Journal of Agriculture and Food Research, 2023 - Elsevier
Agriculture is primary source of income for farmers worldwide and they face a significant
annual production loss owing to plant leaf disease. In an agroecosystem, staying aware of …

Tomato leaf disease detection using deep learning techniques

S Ashok, G Kishore, V Rajesh… - 2020 5th …, 2020 - ieeexplore.ieee.org
Early Detection of Plant Leaf Detection is a major necessity in a growing agricultural
economy like India. Not only as an agricultural economy but also with a large amount of …

Identification of leaf diseases in potato crop using Deep Convolutional Neural Networks (DCNNs)

Z Saeed, MU Khan, A Raza, N Sajjad… - 2021 16th …, 2021 - ieeexplore.ieee.org
Potatoes are used by a billion people globally as its intake per capita is 31.3 kilograms per
month worldwide and its crop production surpasses 300 million metric tons. They have great …

Reliable and accurate plant leaf disease detection with treatment suggestions using enhanced deep learning techniques

R Ramamoorthy, E Saravana Kumar, RCA Naidu… - SN Computer …, 2023 - Springer
For agriculture to be sustainable, it is essential to monitor a plant's health and look for
diseases. It is quite challenging to manually monitor plant diseases. To improve the plant …